Mach: Firefighting Time-Critical Issues in Complex Systems Using High-Frequency Telemetry
Summary: Mach: a compact on‑host storage engine for eBPF high‑frequency telemetry enabling extreme ingest rates and immediate queryability. Central is the Temporal Skip Log, a lightweight write‑optimized log that preserves all HFT for near‑real‑time interactive debugging where TSDBs (e.g., InfluxDB) lose data. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Franco Solleza
- 2. Shihang Li
- 3. William Sun
- 4. Richard Tang
- 5. Malte Schwarzkopf
- 6. Nesime Tatbul
- 7. Andrew Crotty
- 8. David Cohen
- 9. Stan Zdonik
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,921 | Apache IoTDB: Time-series Database for Internet of Things | 2020 | VLDB | 0.00010082827 |
| 6,977 | FishStore: Fast Ingestion and Indexing of Raw Data | 2019 | VLDB | 4.8761802e-05 |
| 7,498 | Dendrite: Bolt-on Adaptivity for Data Systems | 2021 | SIGMOD | 4.7180617e-05 |
| 7,500 | Sentinel: Understanding Data Systems | 2020 | SIGMOD | 4.7180617e-05 |
| 8,288 | Mach: A Pluggable Metrics Storage Engine for the Age of Observability | 2022 | CIDR | 4.5435639e-05 |
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